raghubhetwal / multiple-disease-prediction

web-based(Streamlite) disease prediction tool, which can predict the likelihood of developing Heart Disease, Parkinson's Disease, and Diabetes using machine learning models.

Multiple Disease Prediction Web Application

link :: https://raghubhetwal-multiple-disease-prediction-mdps-public-d8u8lr.streamlit.app/

Interface::

This repository contains code for a web-based(Streamlite) disease prediction tool, which can predict the likelihood of developing Heart Disease, Parkinson's Disease, and Diabetes using machine learning models.

Model Details:

** For predicting the likelihood of developing Diabetes and Parkinson's disease, Support Vector Machine (SVM) model has been used

** For predicting the likelihood of developing Heart Disease, Logistic Regression model has been used.

Installation

To use this application, you can follow these steps:

1. Clone this repository to your local machine:

git clone https://github.com/<username><repository-name>.git

2. Install the required dependencies

pip install -r requirements.txt

3. Run the web application:

python app.py

4. Visit http://localhost:5000 in your web browser to access the application.

Done

Special thanks to mr.Siddharthan for the streamlite user interface guide through the video.